Text Classification
Transformers
Safetensors
Turkish
bert
turkish
nlp
siriusai
production-ready
enterprise
Eval Results (legacy)
text-embeddings-inference
Instructions to use hayatiali/turn-detector with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use hayatiali/turn-detector with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="hayatiali/turn-detector")# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("hayatiali/turn-detector") model = AutoModelForSequenceClassification.from_pretrained("hayatiali/turn-detector", device_map="auto") - Notebooks
- Google Colab
- Kaggle
| text,expected_label,predicted_label,difficulty,confidence,is_correct | |
| "Ömer, nasıl yardımcı olabilirim?",agent_response,agent_response,baseline,0.8812354207038879,True | |
| "Merhaba, hangi konuda yardım edebilirim?",agent_response,agent_response,baseline,0.9911393523216248,True | |
| "Tabii ki, size bununla ilgili bilgi verebilirim.",agent_response,agent_response,baseline,0.5156869292259216,True | |
| "Elbette, bu konuda size destek olacağım.",agent_response,backchannel,baseline,0.5563545823097229,False | |
| "Anladım, hemen kontrol ediyorum.",agent_response,backchannel,baseline,0.5459677577018738,False | |
| "Lütfen bekleyin, birazdan yanıt vereceğim.",agent_response,agent_response,baseline,0.8637070655822754,True | |
| Bu konuda yardımcı olmaktan memnuniyet duyarım.,agent_response,agent_response,baseline,0.6278860569000244,True | |
| Hemen sizin için araştırıyorum.,agent_response,agent_response,baseline,0.7357267737388611,True | |
| "Endişelenmeyin, bu konuyu halledeceğiz.",agent_response,agent_response,baseline,0.6491527557373047,True | |
| "Herhangi başka bir sorunuz varsa, sormaktan çekinmeyin.",agent_response,agent_response,baseline,0.9041098952293396,True | |
| totes agree lol,agent_response,backchannel,length_noise,0.9879427552223206,False | |
| yup yup yup yup yup,agent_response,backchannel,length_noise,0.988431453704834,False | |
| "OMG cant believe u did that, like seriously, i mean come on, its just too much, you know what i mean? cuz if you dont then idk what to say, like seriously",agent_response,agent_response,length_noise,0.909318745136261,True | |
| nah bro,agent_response,backchannel,length_noise,0.9873980283737183,False | |
| yasss that's wassup,agent_response,backchannel,length_noise,0.974721372127533,False | |
| okay okay okay i get it already no need to repeat urself over and over again like i'm not deaf or whatever,agent_response,agent_response,length_noise,0.9450967907905579,True | |
| omg thts crazee,agent_response,backchannel,length_noise,0.9885514974594116,False | |
| u r kidding right?,agent_response,backchannel,length_noise,0.9817968606948853,False | |
| "wow just wow, i mean, wow! i never thought that this would happen, like ever, not in a million years, and yet here we are, unbelievable, just totally unbelievable, you feel me?",agent_response,agent_response,length_noise,0.8823995590209961,True | |
| hah lol whatevs,agent_response,backchannel,length_noise,0.9895368814468384,False | |
| "Ah, anlıyorum. Devam edebilir misiniz?",agent_response,agent_response,semantic_overlap,0.8250168561935425,True | |
| "Hmm, bunu biraz daha açabilir misiniz?",agent_response,agent_response,semantic_overlap,0.745111882686615,True | |
| "Evet, bu gerçekten ilginç. Daha fazla bilgi verebilir misiniz?",agent_response,agent_response,semantic_overlap,0.9849535226821899,True | |
| Bu konuda düşündüğünüz başka bir şey var mı?,agent_response,agent_response,semantic_overlap,0.9519035220146179,True | |
| "Hımm, pekala. Başka bir açıdan bakacak olursak?",agent_response,backchannel,semantic_overlap,0.903683066368103,False | |
| "Evet, kesinlikle. Peki başka hangi yönlerini ele alabiliriz?",agent_response,agent_response,semantic_overlap,0.9927364587783813,True | |
| "Tamam, peki buna ek olarak ne söyleyebilirsiniz?",agent_response,agent_response,semantic_overlap,0.9534065127372742,True | |
| "Anladım, devam etmek ister misiniz?",agent_response,agent_response,semantic_overlap,0.974102795124054,True | |
| "Evet, peki başka bir detaya dikkat çekmek ister misiniz?",agent_response,agent_response,semantic_overlap,0.9879535436630249,True | |
| "Hmm, çok iyi bir nokta. Bunu biraz daha açar mısınız?",agent_response,agent_response,semantic_overlap,0.9757851362228394,True | |
| "Oh great, another software update that will surely make everything run faster, just like last time.",agent_response,agent_response,edge_cases,0.895721971988678,True | |
| "I'm sure the server downtime at exactly 5 PM on a Friday was purely coincidental, and not at all inconvenient.",agent_response,agent_response,edge_cases,0.849263072013855,True | |
| "Yeah, because deleting the database with a single command is exactly what everyone wants, right?",agent_response,agent_response,edge_cases,0.7744247317314148,True | |
| "I just love it when my AI assistant corrects me even when I'm right, it's like having a personal grammar teacher.",agent_response,agent_response,edge_cases,0.5396984815597534,True | |
| "No, I absolutely don't need any more disk space. Who needs to store files anyway?",agent_response,agent_response,edge_cases,0.9811112284660339,True | |
| "Sure, let's implement the new feature without any testing. What could possibly go wrong?",agent_response,agent_response,edge_cases,0.9612233638763428,True | |
| "Oh, another meeting about meetings? This is exactly why I got into tech.",agent_response,agent_response,edge_cases,0.9544288516044617,True | |
| I'm really looking forward to debugging this code at 2 AM again. It's the highlight of my week.,agent_response,agent_response,edge_cases,0.8809834122657776,True | |
| The best part of working with AI is when it confidently gives you the wrong answer.,agent_response,agent_response,edge_cases,0.8558328151702881,True | |
| "Of course, let’s deploy the untested code on a Friday evening, I have nothing better to do.",agent_response,agent_response,edge_cases,0.7736720442771912,True | |
| "Evet, seni anlıyorum.",backchannel,backchannel,baseline,0.8567759990692139,True | |
| "Hmm, ilginç.",backchannel,backchannel,baseline,0.985055685043335,True | |
| "Evet, devam et.",backchannel,backchannel,baseline,0.8956389427185059,True | |
| Gerçekten mi?,backchannel,backchannel,baseline,0.9868144989013672,True | |
| "Tamam, bu mantıklı.",backchannel,backchannel,baseline,0.7614496946334839,True | |
| Anladım.,backchannel,backchannel,baseline,0.9884626269340515,True | |
| "Evet, bu doğru.",backchannel,backchannel,baseline,0.8082573413848877,True | |
| "Ah, şimdi anlıyorum.",backchannel,backchannel,baseline,0.9578026533126831,True | |
| Bu ilginç bir nokta.,backchannel,backchannel,baseline,0.6748051643371582,True | |
| "Evet, buna katılıyorum.",backchannel,backchannel,baseline,0.8088875412940979,True | |
| yaaaa broooo,backchannel,backchannel,length_noise,0.9909811615943909,True | |
| huh? r u srz??,backchannel,backchannel,length_noise,0.9855925440788269,True | |
| OMG this is like the most amazing thing ever I mean I can't even begin to explain how incredible this whole situation is because it's just that awesome you know what I mean like seriously wow just wow ok???,backchannel,agent_response,length_noise,0.7402034997940063,False | |
| idk wat u mean,backchannel,backchannel,length_noise,0.9897193908691406,True | |
| sure sure sure sure sure,backchannel,backchannel,length_noise,0.9763302206993103,True | |
| omg totally 100% agree with you on that one no doubt about it in fact I was just thinking the same thing the other day and it's crazy how we're like on the same wavelength all the time isn't it?,backchannel,agent_response,length_noise,0.9482101798057556,False | |
| no wayyyy,backchannel,backchannel,length_noise,0.991447925567627,True | |
| "heyyy, u ther?",backchannel,backchannel,length_noise,0.990699827671051,True | |
| wow cant believe it happened like that i mean who would have thought that everything would turn out this way after all the planning we did it just goes to show that sometimes things have a way of working out on their own despite all the odds and challenges we faced right from the start,backchannel,agent_response,length_noise,0.971515953540802,False | |
| kk thx bye,backchannel,backchannel,length_noise,0.99072265625,True | |
| "Hmm, ilginç bir nokta.",backchannel,backchannel,semantic_overlap,0.9318225979804993,True | |
| "Anladım, peki ya sonra?",backchannel,backchannel,semantic_overlap,0.9160572290420532,True | |
| "Hmm, o konuda biraz daha bilgi verir misin?",backchannel,agent_response,semantic_overlap,0.7073332667350769,False | |
| Gerçekten mi? Daha fazla duymak isterim.,backchannel,backchannel,semantic_overlap,0.7160800099372864,True | |
| "Bu mantıklı, başka neler oldu?",backchannel,agent_response,semantic_overlap,0.812181293964386,False | |
| "Hmm, bunu daha önce duymamıştım.",backchannel,backchannel,semantic_overlap,0.8978190422058105,True | |
| "Bir dakika, bunu doğru mu anlıyorum?",backchannel,agent_response,semantic_overlap,0.7696111798286438,False | |
| "Peki, sonra ne yaptılar?",backchannel,backchannel,semantic_overlap,0.6477120518684387,True | |
| Gerçekten mi? Bu beni düşündürdü.,backchannel,backchannel,semantic_overlap,0.9161955714225769,True | |
| "İlginç, devam et lütfen.",backchannel,backchannel,semantic_overlap,0.7439655661582947,True | |
| "Evet evet, tabii ki de tebrik ederim, dünya harikası bir iş çıkardın (!)",backchannel,agent_response,edge_cases,0.877510666847229,False | |
| "Çok güzel, bu kadar net bir çözüm bulduğunu(!) hiç düşünmemiştim doğrusu.",backchannel,agent_response,edge_cases,0.9826798439025879,False | |
| "Ah, tabii ki! Çünkü herkes daima müşteri hizmetlerinin ne kadar hızlı olduğunu söyler (!)",backchannel,agent_response,edge_cases,0.5608082413673401,False | |
| "Eğer bu kadar 'yaratıcı' bir fikir daha duyar mıyım diye düşünüyordum, teşekkürler!",backchannel,agent_response,edge_cases,0.9653686881065369,False | |
| Bir işin en iyi nasıl yapılmaması gerektiğini görmek için harika (!) bir örnekti.,backchannel,agent_response,edge_cases,0.9630967378616333,False | |
| "Evet, kesinlikle bugünkü toplantıda hiçbir şey anlaşılmadı diyemem.",backchannel,agent_response,edge_cases,0.8947334289550781,False | |
| "Harika, seninki gibi bir çözüm sayesinde sorunlarımız iki katına çıkacak (!)",backchannel,agent_response,edge_cases,0.8286226987838745,False | |
| "Tabii ki de, Türk çayı yurt dışında sudan bile ucuzdur (!).",backchannel,backchannel,edge_cases,0.8883209228515625,True | |
| "Bu kadar ‘detaylı’ bir analiz için üç cümle yeterli oldu, harikasın!",backchannel,agent_response,edge_cases,0.610821545124054,False | |
| "Elbette, herkesin sabırsızlıkla beklediği o 'harika' PowerPoint sunumunu bir daha görelim.",backchannel,agent_response,edge_cases,0.9590893387794495,False | |